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PMID: 28406212 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Human knockouts and phenotypic analysis in a cohort with a high rate of consanguinity.

Nature ·Vol. 544 ·No. 7649 ·2017-00-12 ·Pages 235-239

Saleheen D, Natarajan P, Armean IM, Zhao W, Rasheed A, Khetarpal SA, Won HH, Karczewski KJ, O'Donnell-Luria AH, Samocha KE, Weisburd B, Gupta N, Zaidi M, Samuel M, Imran A, Abbas S, Majeed F, Ishaq M, Akhtar S, Trindade K, Mucksavage M, Qamar N, Zaman KS, Yaqoob Z, Saghir T, Rizvi SNH, Memon A, Hayyat Mallick N, Ishaq M, Rasheed SZ, Memon FU, Mahmood K, Ahmed N, Do R, Krauss RM, MacArthur DG, Gabriel S, Lander ES, Daly MJ, Frossard P, Danesh J, Rader DJ, Kathiresan S

Abstract

A major goal of biomedicine is to understand the function of every gene in the human genome. Loss-of-function mutations can disrupt both copies of a given gene in humans and phenotypic analysis of such 'human knockouts' can provide insight into gene function. Consanguineous unions are more likely to result in offspring carrying homozygous loss-of-function mutations. In Pakistan, consanguinity rates are notably high. Here we sequence the protein-coding regions of 10,503 adult participants in the Pakistan Risk of Myocardial Infarction Study (PROMIS), designed to understand the determinants of cardiometabolic diseases in individuals from South Asia. We identified individuals carrying homozygous predicted loss-of-function (pLoF) mutations, and performed phenotypic analysis involving more than 200 biochemical and disease traits. We enumerated 49,138 rare (<1% minor allele frequency) pLoF mutations. These pLoF mutations are estimated to knock out 1,317 genes, each in at least one participant. Homozygosity for pLoF mutations at PLA2G7 was associated with absent enzymatic activity of soluble lipoprotein-associated phospholipase A2; at CYP2F1, with higher plasma interleukin-8 concentrations; at TREH, with lower concentrations of apoB-containing lipoprotein subfractions; at either A3GALT2 or NRG4, with markedly reduced plasma insulin C-peptide concentrations; and at SLC9A3R1, with mediators of calcium and phosphate signalling. Heterozygous deficiency of APOC3 has been shown to protect against coronary heart disease; we identified APOC3 homozygous pLoF carriers in our cohort. We recruited these human knockouts and challenged them with an oral fat load. Compared with family members lacking the mutation, individuals with APOC3 knocked out displayed marked blunting of the usual post-prandial rise in plasma triglycerides. Overall, these observations provide a roadmap for a 'human knockout project', a systematic effort to understand the phenotypic consequences of complete disruption of genes in humans.

MeSH Terms
1-Alkyl-2-acetylglycerophosphocholine Esterase/deficiency,genetics Apolipoprotein C-III/deficiency,genetics Cohort Studies Consanguinity Coronary Disease/blood,genetics Cytochrome P450 Family 2/genetics DNA Mutational Analysis Dietary Fats/pharmacology Exome/genetics Fasting/blood Female Gene Deletion Gene Frequency Genes/genetics Genetic Association Studies/methods Homozygote Humans Interleukin-8/blood Male Middle Aged Myocardial Infarction/blood,genetics Neuregulins/genetics Pakistan Pedigree Phenotype Phosphoproteins/genetics Postprandial Period RNA Splice Sites/genetics Reverse Genetics/methods Sodium-Hydrogen Exchangers/genetics Triglycerides/blood
Chemicals
Apolipoprotein C-III CXCL8 protein, human Dietary Fats Interleukin-8 Neuregulins Phosphoproteins RNA Splice Sites Sodium-Hydrogen Exchangers Triglycerides neuregulin-4 sodium-hydrogen exchanger regulatory factor CYP2F1 protein, human Cytochrome P450 Family 2 1-Alkyl-2-acetylglycerophosphocholine Esterase PLA2G7 protein, human
Authors & Affiliations
43 authors, click to expand affiliations / ORCID
Saleheen Danish
Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA. | Center for Non-Communicable Diseases, Karachi, Pakistan.
Natarajan Pradeep
Center for Genomic Medicine, Massachusetts General Hospital and Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA. | Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Armean Irina M
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA. | Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Zhao Wei
Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Rasheed Asif
Center for Non-Communicable Diseases, Karachi, Pakistan.
Khetarpal Sumeet A
Institute for Translational Medicine and Therapeutics, Department of Genetics, and Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Won Hong-Hee
Samsung Advanced Institute for Health Sciences and Technology (SAIHST), Sungkyunkwan University, Samsung Medical Center, Seoul, Korea.
Karczewski Konrad J
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA. | Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
O'Donnell-Luria Anne H
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA. | Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA. | Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts, USA.
Samocha Kaitlin E
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA. | Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Weisburd Benjamin
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA. | Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Gupta Namrata
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Zaidi Mozzam
Center for Non-Communicable Diseases, Karachi, Pakistan.
Samuel Maria
Center for Non-Communicable Diseases, Karachi, Pakistan.
Imran Atif
Center for Non-Communicable Diseases, Karachi, Pakistan.
Abbas Shahid
Faisalabad Institute of Cardiology, Faisalabad, Pakistan.
Majeed Faisal
Center for Non-Communicable Diseases, Karachi, Pakistan.
Ishaq Madiha
Center for Non-Communicable Diseases, Karachi, Pakistan.
Akhtar Saba
Center for Non-Communicable Diseases, Karachi, Pakistan.
Trindade Kevin
Institute for Translational Medicine and Therapeutics, Department of Genetics, and Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Mucksavage Megan
Institute for Translational Medicine and Therapeutics, Department of Genetics, and Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Qamar Nadeem
National Institute of Cardiovascular Disorders, Karachi, Pakistan.
Zaman Khan Shah
National Institute of Cardiovascular Disorders, Karachi, Pakistan.
Yaqoob Zia
National Institute of Cardiovascular Disorders, Karachi, Pakistan.
Saghir Tahir
National Institute of Cardiovascular Disorders, Karachi, Pakistan.
Rizvi Syed Nadeem Hasan
National Institute of Cardiovascular Disorders, Karachi, Pakistan.
Memon Anis
National Institute of Cardiovascular Disorders, Karachi, Pakistan.
Hayyat Mallick Nadeem
Punjab Institute of Cardiology, Lahore, Pakistan.
Ishaq Mohammad
Karachi Institute of Heart Diseases, Karachi, Pakistan.
Rasheed Syed Zahed
Karachi Institute of Heart Diseases, Karachi, Pakistan.
Memon Fazal-Ur-Rehman
Red Crescent Institute of Cardiology, Hyderabad, Pakistan.
Mahmood Khalid
The Civil Hospital, Karachi, Pakistan.
Ahmed Naveeduddin
Liaquat National Hospital, Karachi, Pakistan.
Do Ron
Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA. | The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Krauss Ronald M
Children's Hospital Oakland Research Institute, Oakland, California, USA.
MacArthur Daniel G
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA. | Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Gabriel Stacey
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Lander Eric S
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Daly Mark J
Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA. | Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Frossard Philippe
Center for Non-Communicable Diseases, Karachi, Pakistan.
Danesh John
MRC/BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, UK. | Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK.
Rader Daniel J
Institute for Translational Medicine and Therapeutics, Department of Genetics, and Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA. | Department of Human Genetics, University of Pennsylvania, USA.
Kathiresan Sekar
Center for Genomic Medicine, Massachusetts General Hospital and Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA. | Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
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Article Info
Journal
Nature
Abbr.
Nature
ISSN
1476-4687
Published
2017-00-12
Pages
235-239
Language
English
Region
England
NLM ID
0410462
PMCID
PMC5600291
Subset
IM
Grants
British Heart Foundation · RG/08/014/24067 · United Kingdom
Medical Research Council · MR/L003120/1 · United Kingdom
British Heart Foundation · RG/16/4/32218 · United Kingdom
Medical Research Council · MR/P02811X/1 · United Kingdom
Wellcome Trust · United Kingdom
NIGMS NIH HHS · R01 GM104371 · United States
NHGRI NIH HHS · U54 HG003067 · United States
NHLBI NIH HHS · R01 HL107816 · United States
NIDDK NIH HHS · P30 DK043351 · United States
Medical Research Council · MR/P013880/1 · United Kingdom
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